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Comparison · DevOps
Agno vs Convex
A side-by-side editorial comparison of Agno and Convex — release velocity, themes, recent moves, and the top alternatives to consider.
Agno vs Convex: at a glance
| Feature | Agno | Convex |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 5.0 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | agent-framework, model-providers, managed-agents, correctness-fixes | reactive-backend, enterprise, data-residency, open-source |
| Last editorial update | 16h ago | 15h ago |
| Website | — | Visit → |
What is Agno?
Agno is broadening model coverage and hardening the managed-agent path release by release.
Agno ships frequent, tightly-scoped point releases for its agent framework. The recent run is dominated by provider breadth (DeepSeek V4 defaults, Gemini Interactions via model string, Google Antigravity support) and correctness fixes on the managed-agent path — server-side tool-call handling, deterministic temperature, and fuller approval records for post-hooks and observability.
What is Convex?
Convex pushes from indie-favorite backend toward an enterprise-grade reactive platform
Convex, a reactive backend platform, is consolidating after a $24M raise: it reports nearly 10,000 paying teams and is layering enterprise capabilities, including a dedicated Enterprise offering and EU hosting for data-residency needs. In parallel it keeps refining the developer-facing API (the ctx.db change) and investing in open source and a component ecosystem. Note that part of this feed is blog and event content rather than product releases.
Agno vs Convex: editorial side-by-side
Agno
5.0DEVOPS
Agno is broadening model coverage and hardening the managed-agent path release by release.
◆ Current state
Agno ships frequent, tightly-scoped point releases for its agent framework. The recent run is dominated by provider breadth (DeepSeek V4 defaults, Gemini Interactions via model string, Google Antigravity support) and correctness fixes on the managed-agent path — server-side tool-call handling, deterministic temperature, and fuller approval records for post-hooks and observability.
◆ Where it's heading
Two arcs run in parallel: widening the set of models and managed-agent backends Agno supports out of the box, and removing the sharp edges that broke agents on hosted provider paths. The just-prior Antigravity integration signals a push toward giving agents managed sandboxes without operators building them.
◆ Prediction
Expect continued provider and managed-backend expansion alongside reliability fixes on hosted agent paths, with more first-party sandbox integrations following the Antigravity work.
Convex
0.0DEVOPS
Convex pushes from indie-favorite backend toward an enterprise-grade reactive platform
◆ Current state
Convex, a reactive backend platform, is consolidating after a $24M raise: it reports nearly 10,000 paying teams and is layering enterprise capabilities, including a dedicated Enterprise offering and EU hosting for data-residency needs. In parallel it keeps refining the developer-facing API (the ctx.db change) and investing in open source and a component ecosystem. Note that part of this feed is blog and event content rather than product releases.
◆ Where it's heading
The arc is up-market: an enterprise tier, regional hosting, and component authoring all point toward larger customers and a library of reusable modules. Open-source investment and a developer conference (Abstract) suggest Convex is courting community contributors and serious teams at the same time.
◆ Prediction
Expect more enterprise and compliance features and additional hosting regions, plus continued investment in the component ecosystem as the up-market push continues. The developer-API refinements suggest ongoing breaking-but-migratable changes toward a more durable interface.
Alternatives to Agno and Convex
Other DevOps products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Agno or Convex.
GitHub
GitHub is turning Copilot into a model-agnostic, multi-surface agent platform.
OpenTofu
OpenTofu hardens the 1.11 line while 1.12 stages a deep registry and lifecycle overhaul
Tigris
Tigris bends S3-compatible storage toward AI dataloaders and agents.
Jenkins
Steady biweekly point releases — UI modernization and key-handling catch up to expectations.
Meilisearch
Meilisearch matures its settings indexer and embedding tooling on a fast point-release train
Recent activity from Agno and Convex
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 22d agoAgnoRefresh DeepSeek V4 thinking mode and defaults
- 22d agoAgnoReference Gemini Interactions by model string
- 22d agoAgnoPick up output files from the RunCompleted event
- 1mo agoAgnoStop server-side tool calls from breaking managed Gemini agents
- 1mo agoAgnoHonor temperature=0 on Claude for deterministic output
- 1mo agoAgnoRead the full resolved-approval record in post-hooks
- 1mo agoConvexWe're organizing a conference
- 2mo agoConvexConvex's 2025 open-source contributions, recapped
- 2mo agoConvexConvex for Enterprise (and updates to everything else) ⚡
- 4mo agoConvexJust landed in Europe
- 4mo agoConvexConvex Open Source Update
- 6mo agoConvexWhy ctx.db is changing, and what you should do about it
Frequently asked questions
What is the difference between Agno and Convex?
They serve adjacent needs but don't currently overlap on shipped themes. Agno is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Agno better than Convex?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Agno is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
What are the best alternatives to Agno?
Top Agno alternatives in DevOps are ranked by recent ship velocity. Browse the "Agno alternatives" section above for the current picks, or visit /alternatives/agno for the full list with editorial commentary on each.
What are the best alternatives to Convex?
Top Convex alternatives in DevOps are ranked by recent ship velocity. Browse the "Convex alternatives" section above for the current picks, or visit /alternatives/convex for the full list with editorial commentary on each.